Paper Citation Record · LEDGER

BEATs: Audio Pre-Training with Acoustic Tokenizers

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 43 inbound Pith citation observations for arXiv:2212.09058.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2212.09058 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 43 of 43 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:43:05.080883Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-08T00:04:22.466366Z

Reference resolution

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External citation measurements

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Outbound references

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Pith citing papers

Observation 0fd8edf6-6bcf-447c-a786-d6886f7d1814 · inbound

FAST: Efficient Action Tokenization for Vision-Language-Action Models cites this paper.

FAST: Efficient Action Tokenization for Vision-Language-Action Models BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:52:31.926052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7beb06ff-c36e-4a0f-a60f-e687ac17af26 · inbound

X-ARES: A Comprehensive Framework for Assessing Audio Encoder Performance cites this paper.

X-ARES: A Comprehensive Framework for Assessing Audio Encoder Performance BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T15:05:15.772955Z

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Observation 44c14ae2-aab0-4e07-b60d-3d12d1b66ed7 · inbound

Impact of Frame Rates on Speech Tokenizer: A Case Study on Mandarin and English cites this paper.

Impact of Frame Rates on Speech Tokenizer: A Case Study on Mandarin and English BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:05.080883Z

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Observation 4df0c23c-75af-4104-9e04-af14abb2e49d · inbound

RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language cites this paper.

RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T15:19:10.885941Z

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Observation e0ee79de-2d55-4c4a-9c8b-f63aba10c8d7 · inbound

LiSTEN: Learning Soft Token Embeddings for Neural Audio LLMs cites this paper.

LiSTEN: Learning Soft Token Embeddings for Neural Audio LLMs BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:33:48.281447Z

Source-reported events for the cited work

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Observation 1c2b0f6c-cf99-4bb2-b38e-37f4ea4a29c6 · inbound

Efficient and Microphone-Fault-Tolerant 3D Sound Source Localization cites this paper.

Efficient and Microphone-Fault-Tolerant 3D Sound Source Localization BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:46:40.632711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d39d2e9c-6acf-4e67-9491-54518e61f564 · inbound

Zero-Shot Cognitive Impairment Detection from Speech Using AudioLLM cites this paper.

Zero-Shot Cognitive Impairment Detection from Speech Using AudioLLM BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:49.677614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9917f026-aa6d-414f-b692-c025fa093fe7 · inbound

Attacker's Noise Can Manipulate Your Audio-based LLM in the Real World cites this paper.

Attacker's Noise Can Manipulate Your Audio-based LLM in the Real World BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:46:10.747215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6801440-a98a-4f92-acfd-75a1da97f3bc · inbound

DualDub: Video-to-Soundtrack Generation via Joint Speech and Background Audio Synthesis cites this paper.

DualDub: Video-to-Soundtrack Generation via Joint Speech and Background Audio Synthesis BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T17:46:13.348025Z

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Unavailable: canonical work link unavailable.

Observation 043fba0e-52af-41da-b7cc-98f402ff4421 · inbound

Task-Specific Audio Coding for Machines: Machine-Learned Latent Features Are Codes for That Machine cites this paper.

Task-Specific Audio Coding for Machines: Machine-Learned Latent Features Are Codes for That Machine BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:47:34.333552Z

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Observation cc072def-b9ec-4f42-bd4c-f70984df4af5 · inbound

Step-Audio 2 Technical Report cites this paper.

Step-Audio 2 Technical Report BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-16T05:59:50.976241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d32b479c-3c7f-4f03-9026-72d988877b7b · inbound

Multimodal Large Language Models for End-to-End Affective Computing: Benchmarking and Boosting with Generative Knowledge Prompting cites this paper.

Multimodal Large Language Models for End-to-End Affective Computing: Benchmarking and Boosting with Generative Knowledge Prompting BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:24.509860Z

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Observation f7251430-0160-4158-b836-a7496021ba59 · inbound

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations cites this paper.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:29.678062Z

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Observation 0fc7d1e3-6c86-42ca-a4ee-6686936fc6ae · inbound

Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning cites this paper.

Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T00:01:17.525381Z

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Unavailable: canonical work link unavailable.

Observation 22662b78-6232-4296-82c8-475b2160c9ad · inbound

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation cites this paper.

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T00:04:54.793915Z

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Observation 9463a595-eb51-4039-85fc-e466eb461fa9 · inbound

A Survey on Video Temporal Grounding with Multimodal Large Language Model cites this paper.

A Survey on Video Temporal Grounding with Multimodal Large Language Model BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 147

Resolution: unresolved; no resolver link, observed 2026-08-05T23:32:18.136571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d40ba64-a9e4-4823-8020-9045121195db · inbound

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation cites this paper.

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T17:57:32.271114Z

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Observation 88a4edce-cff7-4396-89c3-402c0ff4e7df · inbound

VQualA 2025 Challenge on Engagement Prediction for Short Videos: Methods and Results cites this paper.

VQualA 2025 Challenge on Engagement Prediction for Short Videos: Methods and Results BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T11:17:54.443943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8b3450-5551-4e9d-97c3-ecd45d3e549a · inbound

UniVoice: Unifying Autoregressive ASR and Flow-Matching based TTS with Large Language Models cites this paper.

UniVoice: Unifying Autoregressive ASR and Flow-Matching based TTS with Large Language Models BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T11:29:30.654795Z

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Observation dc38e2c6-390a-4c8f-b3a3-9680f939ff1f · inbound

Assessing Factual Music Comprehension in Large Audio Language Models cites this paper.

Assessing Factual Music Comprehension in Large Audio Language Models BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T00:29:45.976102Z

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Unavailable: canonical work link unavailable.

Observation 560dcc23-698d-4244-813f-07ce1600afe7 · inbound

SMART: Shot-Aware Multimodal Video Moment Retrieval with Audio-Enhanced MLLM cites this paper.

SMART: Shot-Aware Multimodal Video Moment Retrieval with Audio-Enhanced MLLM BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T21:42:47.142235Z

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Observation 3e716b4b-02e4-436e-8cbf-b5b1995e2786 · inbound

EchoingPixels: Aliasing-Resistant Joint Token Reduction for Audio-Visual LLMs cites this paper.

EchoingPixels: Aliasing-Resistant Joint Token Reduction for Audio-Visual LLMs BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T17:16:36.790900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ee47b9f-1b44-48b2-b38b-b9af80c234d7 · inbound

Quantitative Analysis of Proxy Tasks for Anomalous Sound Detection cites this paper.

Quantitative Analysis of Proxy Tasks for Anomalous Sound Detection BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T10:53:15.264765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8c87b1f-9aa7-4e45-826a-1b53a4dda16e · inbound

ULTRAS -- Unified Learning of Transformer Representations for Audio and Speech Signals cites this paper.

ULTRAS -- Unified Learning of Transformer Representations for Audio and Speech Signals BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:30:50.864486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f0e867ad-df14-4bcb-a331-78aa73ff8341 · inbound

Don't Let the Video Speak: Audio-Contrastive Preference Optimization for Audio-Visual Language Models cites this paper.

Don't Let the Video Speak: Audio-Contrastive Preference Optimization for Audio-Visual Language Models BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:00:28.946896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bc82c1a8-7dd8-41eb-ae7c-23fcade130d1 · inbound

TinyMU: A Compact Audio-Language Model for Music Understanding cites this paper.

TinyMU: A Compact Audio-Language Model for Music Understanding BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T08:17:36.935059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b07ddca6-efdf-41f7-bd4e-e639700fdbb5 · inbound

MUSCAT: MUltilingual, SCientific ConversATion Benchmark cites this paper.

MUSCAT: MUltilingual, SCientific ConversATion Benchmark BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:23:37.191807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a0570288-70ac-4bfc-8f51-75240f384f19 · inbound

MUSCAT: MUltilingual, SCientific ConversATion Benchmark cites this paper.

MUSCAT: MUltilingual, SCientific ConversATion Benchmark BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-21T00:49:19.547770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c413f0d0-e26d-49e0-803b-013725d60ad6 · inbound

Learning Invariant Modality Representation for Robust Multimodal Learning from a Causal Inference Perspective cites this paper.

Learning Invariant Modality Representation for Robust Multimodal Learning from a Causal Inference Perspective BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 291

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T11:51:03.124351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5721e150-1e14-4978-a682-d84a42bec402 · inbound

Memory Efficient Full-gradient Attacks (MEFA) Framework for Adversarial Defense Evaluations cites this paper.

Memory Efficient Full-gradient Attacks (MEFA) Framework for Adversarial Defense Evaluations BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:01:18.489162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 137c5f66-8d64-444b-85bf-8641c9512bbe · inbound

SpurAudio: A Benchmark for Studying Shortcut Learning in Few-Shot Audio Classification cites this paper.

SpurAudio: A Benchmark for Studying Shortcut Learning in Few-Shot Audio Classification BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T20:32:57.059110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bd003016-04bf-488f-a810-4d272627b8f3 · inbound

OmniRetriever: Any-to-Any Audio-Video-Text Retrieval via Fusion-as-Teacher Distillation cites this paper.

OmniRetriever: Any-to-Any Audio-Video-Text Retrieval via Fusion-as-Teacher Distillation BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:13:48.563590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 87328366-cfcc-4fad-a0ae-6cf828e5d1b3 · inbound

Finding Needles in the Haystack: Transductive Active Labeling in Ecology cites this paper.

Finding Needles in the Haystack: Transductive Active Labeling in Ecology BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T02:26:27.405444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2dcc5b3f-0b7e-46cd-947b-6663208e311c · inbound

Finding Needles in the Haystack: Transductive Active Labeling in Ecology cites this paper.

Finding Needles in the Haystack: Transductive Active Labeling in Ecology BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T07:55:31.231791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7a930f7-f2ed-43c5-8098-c40fa06e921e · inbound

From Objectives to Applications: Aligning Architectural Biases in Audio Self-Supervised Learning cites this paper.

From Objectives to Applications: Aligning Architectural Biases in Audio Self-Supervised Learning BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T05:56:39.917414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9834dc0-8da9-4b02-8df1-75ca93cd477b · inbound

Adaptive Loss Balancing for Multi-Task Bioacoustic Classification of Bird Species and Call Types cites this paper.

Adaptive Loss Balancing for Multi-Task Bioacoustic Classification of Bird Species and Call Types BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-07-12T03:24:13.814557Z

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Unavailable: canonical work link unavailable.

Observation 5ea85c91-d981-4e74-9f00-cad0e7b98f56 · inbound

Unified Audio Intelligence Without Regressing on Text Intelligence cites this paper.

Unified Audio Intelligence Without Regressing on Text Intelligence BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 274

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T00:04:22.467634Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fb69bebd-0691-40d1-99ec-d89a0164e2c9 · inbound

Unified Audio Intelligence Without Regressing on Text Intelligence cites this paper.

Unified Audio Intelligence Without Regressing on Text Intelligence BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 274

Resolution: unresolved; no resolver link, observed 2026-07-11T07:46:49.059192Z

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Unavailable: canonical work link unavailable.

Observation 35666e69-0923-4e17-9b60-173abe7283e8 · inbound

FdAudio: MeanFlow-Anchored Fr\'echet-Distance Post-Training for One-Step Text-to-Audio Generation cites this paper.

FdAudio: MeanFlow-Anchored Fr\'echet-Distance Post-Training for One-Step Text-to-Audio Generation BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-14T11:52:50.598080Z

Source-reported events for the cited work

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Observation 11f819c1-a7d3-476d-9f32-67771820b54c · inbound

Can Tokens Compete? Token Representations against Supervised CNN Backbones for BirdCLEF+ 2026 cites this paper.

Can Tokens Compete? Token Representations against Supervised CNN Backbones for BirdCLEF+ 2026 BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T02:03:37.761113Z

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Observation 9b447bf8-04ab-4d19-b867-a62cfef7b3a3 · inbound

OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation cites this paper.

OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-30T10:35:03.133791Z

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Observation 3cdad4a4-601b-452a-afb4-4458397ec441 · inbound

OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation cites this paper.

OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T01:51:00.418732Z

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Observation 6b1606f0-2d5d-4d48-9dd8-a5d38a722a5e · inbound

Hidden-Domain Routing for All-Type Audio Deepfake Detection cites this paper.

Hidden-Domain Routing for All-Type Audio Deepfake Detection BEATs: Audio Pre-Training with Acoustic Tokenizers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T00:54:45.434431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.